Location-resolved performance of public-access defibrillation in an urban EMS system: a population-based study in Yokohama, Japan

Abstract

Highlights • PAD shock was significantly associated with favourable neurological outcomes.• PAD shock rates varied substantially across different urban environments.• Favourable outcomes require comprehensive bystander performance, not just PAD.• A location-resolved framework can guide targeted urban resuscitation strategies.